Senior Data Scientist - Algorithms, Marketing Technology (12 - 18 Month Contract)

AirBnB

Contract Position

Summary

This job opportunity is for a Senior Data Scientist specializing in Algorithms within Marketing Technology at Airbnb, offered on a 12-18 month contract basis.

What you'll do

Identify high impact business opportunities through data exploration and model prototyping, translate business problems into scientific formulations.
Work collaboratively with cross functional partners including software engineers, product managers and marketers to refine requirements for machine learning models, drive scientific decisions, and quantify impact.
Hands-on develop, productionize, and operate machine learning models and pipelines at scale, including both batch and real-time use cases, structured and unstructured data.
Build reusable, high-performing, scalable machine learning models with internal paved path tooling, incorporating third-party information and state-of-the-art innovations.

Requirements

4 years industry experience developing scientific frameworks, building machine learning models, and implementing advanced experimentation techniques. (2+ years with PhD degree)
Strong fluency in Python and familiarity with modern frameworks (e.g. Pytorch, Tensorflow) for hands-on IC work and advanced data analysis in SQL at scale.
Deep understanding of modern machine learning techniques and their mathematical underpinnings (e.g. classification, clustering, optimization, deep neural networks and natural language processing). Ability to develop, validate, and deploy new model applications as well as enhancing existing algorithms to achieve improved performance and model explainability.
Comfortable collaborating with software engineers to understand complex systems and abstracted logs.
Proven ability to create and drive technical and impactful roadmaps for the business, and lead seamless execution of it.
Proven ability to communicate clearly and effectively to cross functional partners of varying technical levels.

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Location

United States

Contract Length

12 - 18 Month

Compensation

$140 - $150 (per hour)

Keywords

pytorch tensorflow

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